@inproceedings{zhang-2025-confidence, title = "Confidence-Aware Reasoning: Optimizing Self-Guided Thinking Trajectories in Large Reasoning Models", author = "Zhang, Jiaxin", editor = "Potdar, Saloni and Rojas-Barahona, Lina and Montella, Sebastien", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: Industry Track", month = nov, year = "2025", address = "Suzhou (China)", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-industry.146/", pages = "2081--2095", ISBN = "979-8-89176-333-3" }